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Analysis of Wind Speed Data for Four Locations in Ireland Based on Weibull Distribution’s Linear Regression Model

Year 2012, Volume: 2 Issue: 3, 451 - 455, 01.09.2012

Parikshit Gautam Jamdade Shrinivas Gautamrao Jamdade

Abstract

Wind speed is the most important parameter in the design and study of wind energy conversion systems (WECS). The main aim of this study is to assess wind power potential of a site for wind power plant development. Availability of wind energy and its characteristics at Malin Head, Dublin Airport, Belmullet and Mullingar in Ireland has been studied based on primary data collected at these sites for a period of seven years.  The wind speeds at height of 50 m above ground level were measured. Two parameter Weibull distribution’s linear regression model is used for analyzing wind speed pattern variations. Weibull parameters are calculated by using Least Squares Fit Method (LSM). Our analysis shows that the coastal sites of Ireland such as Malin Head, Dublin Airport and Belmullet have good wind power potentials. These potentials if utilized they will provide solution towards power shortage problem of Ireland. Large magnitudes of winds for power generation occurred during the months of October to March and in May month.

Keywords

Wind Turbine Generator (WTG); Wind Power Plant (WPP); Weibull Distribution

References

  • R. C. Bansal, T.S. Bhatti and D.P. Kothari, “On some of the design aspects of wind energy conversion system” Energy Conversion Management, vol.43, No. 16, pp. 2175-2187, November 2002.
  • A. N. Celick, “A statistical analysis of wind density based on the Weibull and Rayleigh models at the southern region of Turkey”, Energy Conversion Management, vol.29, No. 4, pp. 593-604, 2004.
  • J.A. Carta and P. Ramiez, “Influence of the data sampling interval in the estimation of the parameters of the weibull wind speed probability density distribution: a case study”, Energy Conversion Management, vol.46, No. 15, pp. 2419-2438, 2005.
  • R. C. Bansal, A.F. Zobaa and R.K. Saket, “Some issues related to power generation using wind energy conversion systems: An overview”, International Journal Emerging Electrical Power System, vol.3, No. 2, pp. 1- 19, 2005.
  • T. J. Chang and Y.L. Tu, “Evaluation of monthly capacity factor of WECS using chronological and probabilistic wind speed data: A case study of Taiwan”, Renewable Energy, vol.32, No. 2, pp. 1999-2010, 2007
  • S. J. Huang and H.H. Wan, “Enhancement of matching turbine generators with wind regime using capacity factor curves Conversion, vol. 24, No. 2, pp.551-553, June 2009. IEEE Transaction Energy
  • R. D. Prasad, R.C. Bansal and M. Sauturaga, “Wind energy analysis for vadravadra site in Fiji islands: A case study”, IEEE Transaction Energy Conversion, vol.24, No. 3, pp.1537-1543, September 2009.
  • M.A. Alghoul, M.Y. Sulaiman, B.Z. Azmi and M. A. Wahabr, “Wind energy potential of Jordan”, International Energy Journal, vol.8, pp. 71-78, 2007
  • Gary L. Johnson, Wind Energy Systems, Prentice-Hall Inc., Englewood Cliffs, New Jercy, 1985

Year 2012, Volume: 2 Issue: 3, 451 - 455, 01.09.2012

Parikshit Gautam Jamdade Shrinivas Gautamrao Jamdade

Abstract

References

  • R. C. Bansal, T.S. Bhatti and D.P. Kothari, “On some of the design aspects of wind energy conversion system” Energy Conversion Management, vol.43, No. 16, pp. 2175-2187, November 2002.
  • A. N. Celick, “A statistical analysis of wind density based on the Weibull and Rayleigh models at the southern region of Turkey”, Energy Conversion Management, vol.29, No. 4, pp. 593-604, 2004.
  • J.A. Carta and P. Ramiez, “Influence of the data sampling interval in the estimation of the parameters of the weibull wind speed probability density distribution: a case study”, Energy Conversion Management, vol.46, No. 15, pp. 2419-2438, 2005.
  • R. C. Bansal, A.F. Zobaa and R.K. Saket, “Some issues related to power generation using wind energy conversion systems: An overview”, International Journal Emerging Electrical Power System, vol.3, No. 2, pp. 1- 19, 2005.
  • T. J. Chang and Y.L. Tu, “Evaluation of monthly capacity factor of WECS using chronological and probabilistic wind speed data: A case study of Taiwan”, Renewable Energy, vol.32, No. 2, pp. 1999-2010, 2007
  • S. J. Huang and H.H. Wan, “Enhancement of matching turbine generators with wind regime using capacity factor curves Conversion, vol. 24, No. 2, pp.551-553, June 2009. IEEE Transaction Energy
  • R. D. Prasad, R.C. Bansal and M. Sauturaga, “Wind energy analysis for vadravadra site in Fiji islands: A case study”, IEEE Transaction Energy Conversion, vol.24, No. 3, pp.1537-1543, September 2009.
  • M.A. Alghoul, M.Y. Sulaiman, B.Z. Azmi and M. A. Wahabr, “Wind energy potential of Jordan”, International Energy Journal, vol.8, pp. 71-78, 2007
  • Gary L. Johnson, Wind Energy Systems, Prentice-Hall Inc., Englewood Cliffs, New Jercy, 1985
There are 9 citations in total.

Details

Primary Language English
Journal Section Articles
Authors

Parikshit Gautam Jamdade This is me

Shrinivas Gautamrao Jamdade This is me

Publication Date September 1, 2012
Published in Issue Year 2012 Volume: 2 Issue: 3

Cite

APA Jamdade, P. G., & Jamdade, S. G. (2012). Analysis of Wind Speed Data for Four Locations in Ireland Based on Weibull Distribution’s Linear Regression Model. International Journal Of Renewable Energy Research, 2(3), 451-455.
AMA Jamdade PG, Jamdade SG. Analysis of Wind Speed Data for Four Locations in Ireland Based on Weibull Distribution’s Linear Regression Model. International Journal Of Renewable Energy Research. September 2012;2(3):451-455.
Chicago Jamdade, Parikshit Gautam, and Shrinivas Gautamrao Jamdade. “Analysis of Wind Speed Data for Four Locations in Ireland Based on Weibull Distribution’s Linear Regression Model”. International Journal Of Renewable Energy Research 2, no. 3 (September 2012): 451-55.
EndNote Jamdade PG, Jamdade SG (September 1, 2012) Analysis of Wind Speed Data for Four Locations in Ireland Based on Weibull Distribution’s Linear Regression Model. International Journal Of Renewable Energy Research 2 3 451–455.
IEEE P. G. Jamdade and S. G. Jamdade, “Analysis of Wind Speed Data for Four Locations in Ireland Based on Weibull Distribution’s Linear Regression Model”, International Journal Of Renewable Energy Research, vol. 2, no. 3, pp. 451–455, 2012.
ISNAD Jamdade, Parikshit Gautam - Jamdade, Shrinivas Gautamrao. “Analysis of Wind Speed Data for Four Locations in Ireland Based on Weibull Distribution’s Linear Regression Model”. International Journal Of Renewable Energy Research 2/3 (September 2012), 451-455.
JAMA Jamdade PG, Jamdade SG. Analysis of Wind Speed Data for Four Locations in Ireland Based on Weibull Distribution’s Linear Regression Model. International Journal Of Renewable Energy Research. 2012;2:451–455.
MLA Jamdade, Parikshit Gautam and Shrinivas Gautamrao Jamdade. “Analysis of Wind Speed Data for Four Locations in Ireland Based on Weibull Distribution’s Linear Regression Model”. International Journal Of Renewable Energy Research, vol. 2, no. 3, 2012, pp. 451-5.
Vancouver Jamdade PG, Jamdade SG. Analysis of Wind Speed Data for Four Locations in Ireland Based on Weibull Distribution’s Linear Regression Model. International Journal Of Renewable Energy Research. 2012;2(3):451-5.